merrymercy / awesome-tensor-compilersLinks
A list of awesome compiler projects and papers for tensor computation and deep learning.
☆2,629Updated 10 months ago
Alternatives and similar repositories for awesome-tensor-compilers
Users that are interested in awesome-tensor-compilers are comparing it to the libraries listed below
Sorting:
- compiler learning resources collect.☆2,491Updated 5 months ago
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,591Updated 2 months ago
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,612Updated last week
- ☆1,904Updated 2 years ago
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆617Updated last week
- Hands-On Practical MLIR Tutorial☆570Updated last year
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆899Updated last week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆993Updated 11 months ago
- MLIR For Beginners tutorial☆1,047Updated last month
- how to optimize some algorithm in cuda.☆2,421Updated this week
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆886Updated 7 months ago
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,301Updated this week
- Dive into Deep Learning Compiler☆647Updated 3 years ago
- row-major matmul optimization☆653Updated last year
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆483Updated 7 months ago
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,129Updated 2 years ago
- A model compilation solution for various hardware☆443Updated this week
- The Tensor Algebra SuperOptimizer for Deep Learning☆730Updated 2 years ago
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆1,530Updated this week
- ☆614Updated last year
- Awesome resources for GPUs☆580Updated 2 years ago
- Fast CUDA matrix multiplication from scratch☆798Updated last year
- how to learn PyTorch and OneFlow☆449Updated last year
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,426Updated last week
- Machine learning compiler based on MLIR for Sophgo TPU.☆780Updated this week
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆529Updated 2 years ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,426Updated this week
- BLISlab: A Sandbox for Optimizing GEMM☆534Updated 4 years ago
- ☆425Updated 10 months ago
- Distributed Compiler based on Triton for Parallel Systems☆1,031Updated last week